{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "SVD и ковариационные матрицы.ipynb",
      "provenance": [],
      "collapsed_sections": []
    },
    "kernelspec": {
      "display_name": "Python 3 (ipykernel)",
      "language": "python",
      "name": "python3"
    },
    "language_info": {
      "codemirror_mode": {
        "name": "ipython",
        "version": 3
      },
      "file_extension": ".py",
      "mimetype": "text/x-python",
      "name": "python",
      "nbconvert_exporter": "python",
      "pygments_lexer": "ipython3",
      "version": "3.8.12"
    }
  },
  "cells": [
    {
      "cell_type": "code",
      "metadata": {
        "id": "-nkrIpeWbE74",
        "scrolled": false
      },
      "source": [
        "import numpy as np\n",
        "import pandas as pd\n",
        "from sklearn import datasets\n",
        "from sklearn.cluster import KMeans\n",
        "from sklearn.model_selection import train_test_split\n",
        "from sklearn import metrics \n",
        "from pandas import DataFrame\n",
        "from sklearn import linear_model\n",
        "import seaborn as sns"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "maGPqfTIbE8D"
      },
      "source": [
        "# загрузка набор данных Ирисы:\n",
        "iris = datasets.load_iris()"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 745
        },
        "id": "a5yTbmu2bE8G",
        "outputId": "f1a89fee-d16e-434c-894c-acdb76a4b4e2"
      },
      "source": [
        "# Для удобства манипулирования данными делаем из них DataFrame:\n",
        "iris_frame = DataFrame(iris.data)\n",
        "# Делаем имена колонок такие же, как имена переменных:\n",
        "iris_frame.columns = iris.feature_names\n",
        "# Добавляем столбец с целевой переменной: \n",
        "iris_frame['target'] = iris.target\n",
        "# Для наглядности добавляем столбец с сортами: \n",
        "iris_frame['name'] = iris_frame.target.apply(lambda x : iris.target_names[x])\n",
        "# Смотрим, что получилось:\n",
        "\n",
        "samples,features = iris_frame.iloc[:,:5].shape\n",
        "sns.pairplot(\n",
        "    iris_frame[[\n",
        "        'sepal length (cm)',\n",
        "        'sepal width (cm)',\n",
        "        'petal length (cm)',\n",
        "        'petal width (cm)',\n",
        "        'name'\n",
        "    ]],\n",
        "    hue = 'name'\n",
        ")"
      ],
      "execution_count": null,
      "outputs": [
        {
          "data": {
            "text/plain": [
              "<seaborn.axisgrid.PairGrid at 0x1c192528fa0>"
            ]
          },
          "execution_count": 3,
          "metadata": {},
          "output_type": "execute_result"
        },
        {
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 804.75x720 with 20 Axes>"
            ]
          },
          "metadata": {
            "needs_background": "light"
          },
          "output_type": "display_data"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "h5bKeksUbE8I",
        "outputId": "51c5b8c9-ac9f-4ee4-e350-b70830af7e0a"
      },
      "source": [
        "A = iris_frame.iloc[:,:4]\n",
        "#A\n",
        "U, s, W = np.linalg.svd(A)\n",
        "# Транспонируем матрицу W\n",
        "V = W.T\n",
        "\n",
        "# s - список диагональных элементов, его нужно привести к виду диагональной матрицы для наглядности\n",
        "Sigma = np.zeros_like(A, dtype=float)\n",
        "Sigma[np.diag_indices(min(A.shape))] = s\n",
        "print(f'Матрица U размер:{U.shape} :\\n{U}')\n",
        "print(f'Матрица Sigma размер:{Sigma.shape} :\\n{Sigma}')\n",
        "print(f'Матрица V размер:{V.shape} :\\n{V}')"
      ],
      "execution_count": null,
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Матрица U размер:(150, 150) :\n",
            "[[-0.06161685  0.12961144  0.0021386  ... -0.09343429 -0.09573864\n",
            "  -0.08085465]\n",
            " [-0.05807094  0.11101978  0.07067239 ...  0.03690405 -0.03153954\n",
            "   0.01309526]\n",
            " [-0.05676305  0.11796647  0.00434255 ...  0.03066199  0.19531473\n",
            "   0.13569909]\n",
            " ...\n",
            " [-0.0940593  -0.0498297  -0.04144001 ...  0.98181631 -0.02194514\n",
            "  -0.00894446]\n",
            " [-0.09488961 -0.05610123 -0.21297821 ... -0.02155617  0.94178018\n",
            "  -0.02971961]\n",
            " [-0.08847836 -0.0515697  -0.09575285 ... -0.0086052  -0.03021088\n",
            "   0.9736599 ]]\n",
            "Матрица Sigma размер:(150, 4) :\n",
            "[[95.95991387  0.          0.          0.        ]\n",
            " [ 0.         17.76103366  0.          0.        ]\n",
            " [ 0.          0.          3.46093093  0.        ]\n",
            " [ 0.          0.          0.          1.88482631]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
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            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
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            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
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            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]\n",
            " [ 0.          0.          0.          0.        ]]\n",
            "Матрица V размер:(4, 4) :\n",
            "[[-0.75110816  0.2841749   0.50215472  0.32081425]\n",
            " [-0.38008617  0.5467445  -0.67524332 -0.31725607]\n",
            " [-0.51300886 -0.70866455 -0.05916621 -0.48074507]\n",
            " [-0.16790754 -0.34367081 -0.53701625  0.75187165]]\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "m42S7IdQbE8J",
        "outputId": "7b12aaa0-d1e7-4534-ef87-2e367655fedd"
      },
      "source": [
        "n_elements = 3\n",
        "Sigma = Sigma[:, :n_elements]\n",
        "\n",
        "V = V[:,:n_elements]\n",
        "# reconstruct\n",
        "B = U.dot(Sigma.dot(V.T))\n",
        "print(B)\n",
        "\n",
        "U, s, W = np.linalg.svd(B)\n",
        "# Транспонируем матрицу W\n",
        "V = W.T\n",
        "\n",
        "Sigma = np.zeros_like(A, dtype=float)\n",
        "Sigma[np.diag_indices(min(A.shape))] = s\n",
        "print(f'Матрица Sigma размер:{Sigma.shape} :\\n{Sigma}')"
      ],
      "execution_count": null,
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "[[5.09900942 3.50097959 1.4014844  0.19767844]\n",
            " [4.86870364 3.03094925 1.44689807 0.12665275]\n",
            " [4.69422107 3.20571484 1.30865982 0.18645629]\n",
            " [4.62518119 3.0750981  1.4622656  0.25901553]\n",
            " [5.01947963 3.58073643 1.37080948 0.24565314]\n",
            " [5.40687172 3.89320449 1.68970262 0.41610481]\n",
            " [4.61617117 3.38400818 1.37576725 0.33789933]\n",
            " [5.01454656 3.38561478 1.47820176 0.23409183]\n",
            " [4.40998651 2.89012425 1.38503506 0.22340474]\n",
            " [4.91842577 3.08177859 1.4723887  0.14318329]\n",
            " [5.40391192 3.69613146 1.49413792 0.20916813]\n",
            " [4.8505539  3.3500068  1.5242442  0.31847992]\n",
            " [4.80311694 2.99691763 1.39532922 0.10730496]\n",
            " [4.30830887 2.99178329 1.08754903 0.11947296]\n",
            " [5.74700833 4.05240393 1.27940883 0.07580684]\n",
            " [5.69603935 4.40391672 1.5059351  0.39071768]\n",
            " [5.34517978 3.95421221 1.38214894 0.27152138]\n",
            " [5.07488831 3.52483318 1.43763026 0.24114734]\n",
            " [5.68993828 3.80995013 1.71507765 0.27641899]\n",
            " [5.12084537 3.77938583 1.46876289 0.34885395]\n",
            " [5.40422382 3.39582303 1.69367054 0.20989909]\n",
            " [5.08654623 3.71330455 1.52016068 0.36846927]\n",
            " [4.59895639 3.60103203 1.00156386 0.19755416]\n",
            " [5.05255898 3.34691484 1.77109109 0.38881555]\n",
            " [4.89682286 3.30425101 1.75490946 0.42691749]\n",
            " [4.98925744 3.01062341 1.61609789 0.17482335]\n",
            " [4.98172732 3.41807002 1.6273819  0.35717549]\n",
            " [5.20414023 3.49590569 1.4937958  0.20970319]\n",
            " [5.17853921 3.42122276 1.43215932 0.14970374]\n",
            " [4.74049003 3.15995905 1.53932507 0.29489386]\n",
            " [4.82001982 3.08020222 1.56999999 0.24691916]\n",
            " [5.32513562 3.47403405 1.61218543 0.22454518]\n",
            " [5.2893295  4.01166126 1.36613837 0.30935579]\n",
            " [5.52908689 4.17123571 1.35641285 0.26816907]\n",
            " [4.89430466 3.10563218 1.50853456 0.18665219]\n",
            " [4.94792154 3.25150085 1.27804036 0.07794709]\n",
            " [5.44241772 3.55694363 1.38628793 0.06504812]\n",
            " [4.95389292 3.54670481 1.31924064 0.22630535]\n",
            " [4.40474155 2.99531104 1.29289472 0.21111246]\n",
            " [5.10425438 3.39579281 1.49362475 0.20997072]\n",
            " [4.9697575  3.52990708 1.34531885 0.2291226 ]\n",
            " [4.39908207 2.39979864 1.45122706 0.06348516]\n",
            " [4.4250976  3.17518076 1.26239086 0.25881963]\n",
            " [4.94366311 3.55571205 1.68442168 0.46796688]\n",
            " [5.15841621 3.74223169 1.81246242 0.53690629]\n",
            " [4.75487471 3.0446248  1.46762094 0.19424276]\n",
            " [5.16038947 3.74028031 1.50950545 0.34153091]\n",
            " [4.61993623 3.18028488 1.37012525 0.24672326]\n",
            " [5.3142041  3.68595344 1.47871493 0.23328924]\n",
            " [4.98894554 3.31093185 1.41656527 0.17409239]\n",
            " [6.99242914 3.20748689 4.71134504 1.38225667]\n",
            " [6.39921513 3.20077617 4.50117614 1.49816055]\n",
            " [6.89926816 3.10072373 4.90109668 1.49828482]\n",
            " [5.47136979 2.32831267 4.04290281 1.23290122]\n",
            " [6.46363383 2.83596283 4.65449526 1.41477095]\n",
            " [5.7787905  2.72208338 4.38193123 1.48465621]\n",
            " [6.32641019 3.27388273 4.66042392 1.66189586]\n",
            " [4.90770332 2.39238212 3.28845646 1.01805377]\n",
            " [6.61176191 2.88836855 4.5823746  1.32756562]\n",
            " [5.20341433 2.69662354 3.89488358 1.40800194]\n",
            " [4.98754501 2.01231685 3.518664   0.97081004]\n",
            " [5.88405101 3.0157721  4.22389981 1.46262137]\n",
            " [5.98209421 2.21770719 4.0268321  0.95803536]\n",
            " [6.15452467 2.84608007 4.61829395 1.52778595]\n",
            " [5.56045382 2.93910757 3.65926055 1.20731818]\n",
            " [6.66685869 3.13277373 4.44966276 1.32232886]\n",
            " [5.6611965  2.93948223 4.4082961  1.64342229]\n",
            " [5.86899169 2.63177351 3.9966149  1.16169137]\n",
            " [6.11801922 2.28107153 4.62284946 1.30786693]\n",
            " [5.6142529  2.48590518 3.87864181 1.13340361]\n",
            " [5.92458164 3.175691   4.76316404 1.8576104 ]\n",
            " [6.06050685 2.83905513 4.05918109 1.20744245]\n",
            " [6.29995307 2.50004641 4.90007033 1.49989   ]\n",
            " [6.19258887 2.70843804 4.56125416 1.41699456]\n",
            " [6.3860773  2.91376828 4.32086338 1.26737027]\n",
            " [6.56697284 3.03266085 4.4494917  1.32259639]\n",
            " [6.78772438 2.81213947 4.8183952  1.37123042]\n",
            " [6.67685524 3.02288805 5.03468277 1.64575713]\n",
            " [6.00984976 2.89025948 4.48523998 1.52308425]\n",
            " [5.67656792 2.62317219 3.53511333 0.94508374]\n",
            " [5.49894407 2.40104422 3.80158233 1.09752528]\n",
            " [5.5076422  2.39244256 3.68854805 1.01791052]\n",
            " [5.78990349 2.70998453 3.91512978 1.17633745]\n",
            " [6.05791052 2.64273178 5.01322021 1.73572114]\n",
            " [5.48178086 2.91912618 4.37745013 1.69166452]\n",
            " [6.03661878 3.36378736 4.4451262  1.68582107]\n",
            " [6.68900654 3.11087153 4.71647387 1.47423534]\n",
            " [6.25072431 2.34872917 4.47384038 1.18451574]\n",
            " [5.64774678 2.95278278 4.02845071 1.41190105]\n",
            " [5.49172584 2.50818239 4.01239895 1.28060839]\n",
            " [5.58771693 2.51325595 4.26855484 1.40557651]\n",
            " [6.14927971 2.95126686 4.5261536  1.51549368]\n",
            " [5.79514845 2.60479774 4.00727013 1.18862973]\n",
            " [4.98723311 2.31262529 3.31913137 0.97007907]\n",
            " [5.63263569 2.66772628 4.15109492 1.37648616]\n",
            " [5.77699871 2.9238553  4.08461626 1.3804569 ]\n",
            " [5.74269957 2.85777402 4.13601405 1.40007221]\n",
            " [6.20666166 2.89341223 4.2900174  1.3156125 ]\n",
            " [5.02690691 2.5722824  3.10953111 0.92869645]\n",
            " [5.71709855 2.78309109 4.07437756 1.34007277]\n",
            " [6.30981899 3.29028991 5.98528609 2.52301214]\n",
            " [5.80613153 2.69393648 5.09081181 1.91437007]\n",
            " [7.07800896 3.02174714 5.93295392 2.04846101]\n",
            " [6.37626274 2.8245831  5.48571912 1.97873206]\n",
            " [6.50021793 2.99978449 5.79967344 2.20051074]\n",
            " [7.63450897 2.96587377 6.54828778 2.18087645]\n",
            " [4.93410939 2.46626892 4.44888656 1.77993997]\n",
            " [7.38130186 2.81959987 6.17816792 1.99054193]\n",
            " [6.72522789 2.47505191 5.76219562 1.85912498]\n",
            " [7.16314645 3.6364448  6.1552256  2.41362872]\n",
            " [6.4608553  3.23871054 5.15865893 1.90825909]\n",
            " [6.37522443 2.72450078 5.33712657 1.8419351 ]\n",
            " [6.74719354 3.05222077 5.57913128 1.97624092]\n",
            " [5.65652355 2.54299424 5.06515012 1.89810706]\n",
            " [5.69570398 2.90313926 5.25628917 2.15556816]\n",
            " [6.32963011 3.26958941 5.40545036 2.13507863]\n",
            " [6.55043342 2.95012594 5.42442475 1.91819756]\n",
            " [7.79694288 3.70413232 6.55472961 2.42719877]\n",
            " [7.68153142 2.61826375 6.92767545 2.25671638]\n",
            " [6.01571851 2.18445583 4.97644557 1.53683845]\n",
            " [6.83986116 3.25947183 5.79011897 2.15905649]\n",
            " [5.58192683 2.81787272 4.92708293 1.95764307]\n",
            " [7.74340484 2.75707657 6.63495718 2.10172512]\n",
            " [6.24794578 2.75147688 4.97800405 1.67800388]\n",
            " [6.71886578 3.28134347 5.67172935 2.1442145 ]\n",
            " [7.27585916 3.1249822  5.88632389 1.97778622]\n",
            " [6.152993   2.84648564 4.87044072 1.68983272]\n",
            " [6.09906421 3.00092541 4.90140229 1.79780686]\n",
            " [6.38342919 2.81638702 5.62483161 2.06116406]\n",
            " [7.27289936 2.92790917 5.69075919 1.77084953]\n",
            " [7.40586457 2.79420048 6.09121185 1.91374441]\n",
            " [7.97833179 3.722537   6.28261861 2.18358116]\n",
            " [6.35930808 2.8402406  5.66097747 2.10463297]\n",
            " [6.36133312 2.73934713 5.00809138 1.64374248]\n",
            " [6.26279747 2.43900813 5.3560455  1.78153793]\n",
            " [7.59885963 3.10001861 6.25156039 2.06296384]\n",
            " [6.28242619 3.4173789  5.62633463 2.35881339]\n",
            " [6.47090363 3.02988277 5.39374983 1.96617225]\n",
            " [5.99393341 3.00599931 4.80909088 1.78578212]\n",
            " [6.8316564  3.16758559 5.50241392 1.93982753]\n",
            " [6.61072339 3.18828643 5.73378236 2.19076818]\n",
            " [6.73714521 3.26104854 5.34404039 1.91832775]\n",
            " [5.80613153 2.69393648 5.09081181 1.91437007]\n",
            " [6.78099932 3.21878995 5.92847282 2.25546932]\n",
            " [6.62238132 3.3767578  5.81631278 2.31809011]\n",
            " [6.56297453 3.1355057  5.40533476 1.97886226]\n",
            " [6.2188916  2.58020882 5.12154218 1.70991147]\n",
            " [6.45592223 3.0435889  5.26605121 1.89669778]\n",
            " [6.18599351 3.41385115 5.42098894 2.26717389]\n",
            " [5.95049455 2.9500655  5.02433315 1.91834081]]\n",
            "Матрица Sigma размер:(150, 4) :\n",
            "[[9.59599139e+01 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 1.77610337e+01 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 3.46093093e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 6.45948445e-15]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
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            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
            " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]]\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 745
        },
        "id": "Ie3rxl3-bE8K",
        "outputId": "1ad115b4-2dc3-46be-d9f8-83de344c95ca"
      },
      "source": [
        "# Для удобства манипулирования данными делаем из них DataFrame:\n",
        "iris_frame = DataFrame(B)\n",
        "# Делаем имена колонок такие же, как имена переменных:\n",
        "iris_frame.columns = iris.feature_names\n",
        "# Добавляем столбец с целевой переменной: \n",
        "iris_frame['target'] = iris.target\n",
        "# Для наглядности добавляем столбец с сортами: \n",
        "iris_frame['name'] = iris_frame.target.apply(lambda x : iris.target_names[x])\n",
        "# Смотрим, что получилось:\n",
        "\n",
        "samples,features = iris_frame.iloc[:,:5].shape\n",
        "sns.pairplot(\n",
        "    iris_frame[[\n",
        "        'sepal length (cm)',\n",
        "        'sepal width (cm)',\n",
        "        'petal length (cm)',\n",
        "        'petal width (cm)',\n",
        "        'name'\n",
        "    ]], \n",
        "    hue = 'name'\n",
        ")"
      ],
      "execution_count": null,
      "outputs": [
        {
          "data": {
            "text/plain": [
              "<seaborn.axisgrid.PairGrid at 0x1c199596910>"
            ]
          },
          "execution_count": 6,
          "metadata": {},
          "output_type": "execute_result"
        },
        {
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 804.75x720 with 20 Axes>"
            ]
          },
          "metadata": {
            "needs_background": "light"
          },
          "output_type": "display_data"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "Z9PntUcCbE8M",
        "scrolled": true,
        "outputId": "2a1e7dae-aa6a-48c8-b5fe-3dcb37ffc777"
      },
      "source": [
        "B_cov = B.T @ B\n",
        "print(f'Ковариационная матрица:\\n{B_cov}')\n",
        "U_cov, s_cov, VT_cov = np.linalg.svd(B_cov)\n",
        "print(f'Собственные значения:\\n{s_cov}')\n",
        "print(f'Собственные векторы:\\n{U_cov}')\n",
        "\n",
        "#Встроенная Функция\n",
        "B_cov_np = np.cov(B.T)\n",
        "print(f'Встроенная ковариационная матрица 2:\\n{B_cov_np}')\n",
        "U_cov_np, s_cov_np, VT_cov_np = np.linalg.svd(B_cov_np)\n",
        "print(f'Собственные значения 2:\\n{s_cov_np}')\n",
        "print(f'Собственные векторы 2:\\n{U_cov_np}')"
      ],
      "execution_count": null,
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Ковариационная матрица:\n",
            "[[5223.48436313 2673.79158155 3484.30791244 1127.28308048]\n",
            " [2673.79158155 1430.04242879 1673.75816452  532.73741533]\n",
            " [3484.30791244 1673.75816452 2581.88894483  870.39410701]\n",
            " [1127.28308048  532.73741533  870.39410701  300.32169304]]\n",
            "Собственные значения:\n",
            "[9.20830507e+03 3.15454317e+02 1.19780429e+01 2.87372912e-13]\n",
            "Собственные векторы:\n",
            "[[-0.75110816 -0.2841749   0.50215472  0.32081425]\n",
            " [-0.38008617 -0.5467445  -0.67524332 -0.31725607]\n",
            " [-0.51300886  0.70866455 -0.05916621 -0.48074507]\n",
            " [-0.16790754  0.34367081 -0.53701625  0.75187165]]\n",
            "Встроенная ковариационная матрица 2:\n",
            "[[ 0.68237847 -0.03980678  1.27836099  0.50942213]\n",
            " [-0.03980678  0.18802515 -0.33268147 -0.11639257]\n",
            " [ 1.27836099 -0.33268147  3.11159727  1.30371106]\n",
            " [ 0.50942213 -0.11639257  1.30371106  0.56711345]]\n",
            "Собственные значения 2:\n",
            "[4.22824133e+00 2.42663908e-01 7.82091126e-02 2.87375185e-17]\n",
            "Собственные векторы 2:\n",
            "[[-0.36129011 -0.65480314  0.58118889  0.32081425]\n",
            " [ 0.08442722 -0.73194942 -0.59705166 -0.31725607]\n",
            " [-0.85681516  0.17068564 -0.07495581 -0.48074507]\n",
            " [-0.35806323  0.07968257 -0.54784161  0.75187165]]\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "MtFpUiUVbE8O",
        "outputId": "076538dd-f500-48ed-82bf-974912548ee9"
      },
      "source": [
        "C = W.dot(B.T).T\n",
        "C2 = VT_cov.dot(B.T).T\n",
        "C3 = VT_cov_np.dot(B.T).T\n",
        "print(f'Матрица признаков C в новом базисе:\\n{C}')\n",
        "print(f'Матрица признаков C2 в новом базисе:\\n{C2}')\n",
        "print(f'Матрица признаков C3 в новом базисе:\\n{C3}')"
      ],
      "execution_count": null,
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Матрица признаков C в новом базисе:\n",
            "[[-5.91274714e+00  2.30203322e+00  7.40153559e-03 -3.67540621e-16]\n",
            " [-5.57248242e+00  1.97182599e+00  2.44592251e-01 -7.75417341e-16]\n",
            " [-5.44697714e+00  2.09520636e+00  1.50292625e-02 -6.38827689e-16]\n",
            " [-5.43645948e+00  1.87038151e+00  2.05048805e-02 -4.45171049e-16]\n",
            " [-5.87564494e+00  2.32829018e+00 -1.10338269e-01 -5.66760148e-16]\n",
            " [-6.47759822e+00  2.32464996e+00 -2.37202487e-01 -2.28912872e-16]\n",
            " [-5.51597520e+00  2.07090423e+00 -2.29853120e-01 -6.81020845e-16]\n",
            " [-5.85092859e+00  2.14807482e+00  1.87937744e-02 -9.72414172e-16]\n",
            " [-5.15891972e+00  1.77506408e+00  6.10392203e-02 -2.37931702e-16]\n",
            " [-5.64500117e+00  1.99000106e+00  2.24852923e-01 -5.00233913e-16]\n",
            " [-6.26539771e+00  2.42576813e+00  1.70826682e-02 -8.61279057e-16]\n",
            " [-5.75200785e+00  2.02037338e+00 -8.75537913e-02 -5.95811814e-16]\n",
            " [-5.48058085e+00  1.97777558e+00  2.48078403e-01 -5.41715454e-16]\n",
            " [-4.95112411e+00  2.04828749e+00  1.47509030e-02 -4.93646725e-16]\n",
            " [-6.52596417e+00  2.91606081e+00  3.31214244e-02 -8.60797623e-16]\n",
            " [-6.79037199e+00  2.82500759e+00 -4.12344488e-01 -7.23755195e-16]\n",
            " [-6.27239468e+00  2.60811578e+00 -2.13536004e-01 -7.84087011e-16]\n",
            " [-5.92953789e+00  2.26766614e+00 -4.63000893e-02 -6.57205609e-16]\n",
            " [-6.64813130e+00  2.38959506e+00  3.46698872e-02 -3.96293264e-16]\n",
            " [-6.09486463e+00  2.36082303e+00 -2.54789706e-01 -6.66974271e-16]\n",
            " [-6.25397363e+00  2.12001187e+00  2.07822423e-01 -6.43504403e-16]\n",
            " [-6.07364677e+00  2.27178150e+00 -2.40966999e-01 -6.16763560e-16]\n",
            " [-5.36999813e+00  2.49808604e+00 -2.87533676e-01 -6.16898703e-16]\n",
            " [-6.04100482e+00  1.87698371e+00 -3.64045375e-02 -2.95137201e-16]\n",
            " [-5.90591050e+00  1.80777402e+00 -1.05303653e-01 -9.15369554e-16]\n",
            " [-5.75019501e+00  1.85851056e+00  2.82974481e-01 -5.76162544e-16]\n",
            " [-5.93581099e+00  2.00847420e+00 -9.45260962e-02 -6.34711024e-16]\n",
            " [-6.03915884e+00  2.25958425e+00  5.17003873e-02 -4.74028403e-16]\n",
            " [-5.94984934e+00  2.27577626e+00  1.25141340e-01 -5.17388238e-16]\n",
            " [-5.60087980e+00  1.88260699e+00 -2.72059978e-03 -5.69599575e-16]\n",
            " [-5.63798200e+00  1.85635003e+00  1.15019205e-01 -8.49913259e-16]\n",
            " [-6.18495337e+00  2.19301062e+00  1.12252414e-01 -5.13807246e-16]\n",
            " [-6.25041979e+00  2.62199803e+00 -2.99743980e-01 -7.37521848e-16]\n",
            " [-6.47925073e+00  2.79842433e+00 -2.64406898e-01 -7.02586652e-16]\n",
            " [-5.66179193e+00  1.95563398e+00  1.71151298e-01 -7.54454900e-16]\n",
            " [-5.62100870e+00  2.25132529e+00  1.71592301e-01 -4.90160199e-16]\n",
            " [-6.16188952e+00  2.48656963e+00  2.14180046e-01 -8.65363523e-16]\n",
            " [-5.78374337e+00  2.33423977e+00 -1.06852116e-01 -7.83336833e-16]\n",
            " [-5.14562746e+00  1.90060499e+00 -5.68490950e-04 -5.00122308e-16]\n",
            " [-5.92603941e+00  2.17649231e+00  6.90092468e-02 -8.07343422e-16]\n",
            " [-5.80312619e+00  2.31011510e+00 -9.05989410e-02 -8.63925379e-16]\n",
            " [-4.97146870e+00  1.51193425e+00  4.68615680e-01 -5.10003653e-16]\n",
            " [-5.22164469e+00  2.00995389e+00 -1.35617155e-01 -6.07930775e-16]\n",
            " [-6.00740111e+00  1.99441449e+00 -2.69453678e-01 -1.42657051e-16]\n",
            " [-6.31685893e+00  2.04299013e+00 -3.32157814e-01 -5.59894557e-16]\n",
            " [-5.51416236e+00  1.90904141e+00  1.40675153e-01 -1.06883448e-16]\n",
            " [-6.12937476e+00  2.32432366e+00 -2.07004702e-01 -6.75584414e-16]\n",
            " [-5.42316721e+00  1.99592242e+00 -4.11028307e-02 -4.57353678e-16]\n",
            " [-6.19028689e+00  2.39735064e+00 -3.31328042e-02 -5.82468392e-16]\n",
            " [-5.76161909e+00  2.16426683e+00  9.22347271e-02 -5.71684798e-16]\n",
            " [-9.12024508e+00 -7.30558200e-02  3.24400524e-01  1.37097992e-16]\n",
            " [-8.58376916e+00 -1.36194931e-01 -1.87606940e-02  3.34879940e-16]\n",
            " [-9.12651817e+00 -3.32247752e-01  2.76174517e-01 -4.77954481e-16]\n",
            " [-7.27560832e+00 -4.60955955e-01  2.74005395e-01  4.89377432e-17]\n",
            " [-8.55814639e+00 -3.97341697e-01  2.95635486e-01 -1.31377364e-16]\n",
            " [-7.87237747e+00 -4.85081002e-01  7.23157664e-03 -2.65583400e-16]\n",
            " [-8.66605949e+00 -2.86037963e-01 -2.02035365e-01  1.66507126e-16]\n",
            " [-6.45347358e+00  2.23799845e-02  1.07709449e-01 -5.25621842e-16]\n",
            " [-8.63768432e+00 -2.45515595e-01  3.85729876e-01 -7.04531342e-16]\n",
            " [-7.16780021e+00 -2.91011251e-01 -1.94523354e-01 -4.26586356e-17]\n",
            " [-6.47915170e+00 -3.09633237e-01  4.16189007e-01 -1.16731677e-16]\n",
            " [-7.97829519e+00 -1.75031916e-01 -1.17039530e-01 -3.98460259e-16]\n",
            " [-7.56278153e+00 -2.70441712e-01  7.53711964e-01 -3.89251017e-16]\n",
            " [-8.33022188e+00 -4.92836582e-01  7.50342680e-02  6.04085828e-17]\n",
            " [-7.37356730e+00  1.78974058e-01 -5.72586411e-02 -1.08856150e-16]\n",
            " [-8.70300135e+00 -3.83374315e-04  2.59028301e-01 -7.34780110e-16]\n",
            " [-7.90686540e+00 -4.72883753e-01 -2.85435810e-01  6.35262280e-17]\n",
            " [-7.65390386e+00 -1.24770897e-01  3.09742739e-01  3.28348938e-16]\n",
            " [-8.05346136e+00 -7.39774413e-01  5.56051681e-01 -1.23392014e-16]\n",
            " [-7.34185398e+00 -1.83588948e-01  3.02492074e-01 -3.74218885e-17]\n",
            " [-8.41249000e+00 -5.93982991e-01 -4.48692793e-01  2.85266692e-16]\n",
            " [-7.91631631e+00 -1.70787632e-02  2.37676570e-01 -4.22505801e-16]\n",
            " [-8.44780157e+00 -8.30799394e-01  3.80027674e-01  7.56683605e-17]\n",
            " [-8.25863175e+00 -4.78776871e-01  2.49961850e-01 -2.38395337e-16]\n",
            " [-8.33356003e+00 -8.97512089e-02  3.03048793e-01 -3.26952635e-16]\n",
            " [-8.58988192e+00 -8.34753146e-02  2.76337160e-01 -4.09310366e-17]\n",
            " [-8.86928986e+00 -4.19455056e-01  4.88150286e-01  8.29570447e-18]\n",
            " [-9.02317031e+00 -5.83357800e-01  1.29948034e-01 -1.40075717e-16]\n",
            " [-8.16930004e+00 -4.13888242e-01 -1.70495879e-02 -5.81374663e-16]\n",
            " [-7.23297912e+00  2.17335895e-01  3.62551323e-01 -5.04036997e-16]\n",
            " [-7.17743366e+00 -1.95814432e-01  3.25717555e-01 -1.62793543e-16]\n",
            " [-7.10934202e+00 -9.05808962e-02  3.85335800e-01 -2.55117317e-16]\n",
            " [-7.58488360e+00 -5.17721477e-02  2.14172730e-01 -4.29924530e-16]\n",
            " [-8.41787888e+00 -9.82802956e-01  2.87977267e-02 -2.83811828e-16]\n",
            " [-7.75664376e+00 -5.29718734e-01 -3.85866754e-01 -4.34395498e-16]\n",
            " [-8.37613388e+00 -1.74883073e-01 -4.08372873e-01 -4.96776620e-17]\n",
            " [-8.87369476e+00 -2.47349822e-01  1.87576814e-01 -5.59158296e-16]\n",
            " [-8.08169840e+00 -5.17081855e-01  6.52062692e-01 -1.01491959e-15]\n",
            " [-7.66808034e+00 -1.20683770e-01 -1.54366077e-01 -4.27295147e-16]\n",
            " [-7.35162556e+00 -3.51607055e-01  1.38956731e-01  1.07454934e-16]\n",
            " [-7.57804696e+00 -5.46031346e-01  1.01467541e-01  8.56858115e-17]\n",
            " [-8.31692961e+00 -3.67295677e-01  1.34265568e-02  4.80181582e-17]\n",
            " [-7.59817587e+00 -1.77313053e-01  2.75780442e-01 -2.50585061e-16]\n",
            " [-6.49057578e+00 -3.87697543e-03  2.25449253e-01 -2.83638184e-17]\n",
            " [-7.60535538e+00 -3.55573575e-01  4.22902984e-02 -2.50546127e-16]\n",
            " [-7.77770129e+00 -1.28765654e-01 -5.63656001e-02  6.22323669e-17]\n",
            " [-7.75648343e+00 -2.17807185e-01 -4.25428931e-02  2.85529651e-17]\n",
            " [-8.18333840e+00 -1.46586189e-01  2.02617848e-01 -1.02813804e-16]\n",
            " [-6.50459193e+00  3.12121701e-01  1.04664299e-01 -9.98460164e-17]\n",
            " [-7.66717393e+00 -2.01615180e-01  3.08980596e-02 -9.82813923e-17]\n",
            " [-9.48408779e+00 -1.51660561e+00 -7.62266059e-01 -1.65756909e-16]\n",
            " [-8.31802951e+00 -1.14273918e+00 -2.32738093e-01 -1.29277749e-16]\n",
            " [-9.85248456e+00 -1.24495426e+00  6.27538370e-02  1.58213817e-16]\n",
            " [-9.00931450e+00 -1.21126802e+00 -9.25908735e-02  8.02388009e-16]\n",
            " [-9.36730953e+00 -1.37895983e+00 -2.86324002e-01  1.17595486e-16]\n",
            " [-1.05871448e+01 -1.59893200e+00  2.72414854e-01 -5.79881010e-17]\n",
            " [-7.22462810e+00 -1.01391260e+00 -4.06725707e-01  4.15737379e-16]\n",
            " [-1.01195289e+01 -1.42315831e+00  3.68147506e-01 -1.39863258e-16]\n",
            " [-9.26032507e+00 -1.45802877e+00  3.66535103e-01  1.52593781e-16]\n",
            " [-1.03254119e+01 -1.16769130e+00 -5.18816424e-01  2.85232837e-16]\n",
            " [-9.05063906e+00 -7.04811578e-01 -2.72553071e-01 -3.83313426e-16]\n",
            " [-8.87129618e+00 -1.11396715e+00  5.67215001e-02  5.79287360e-17]\n",
            " [-9.42194857e+00 -1.04674091e+00 -6.42260973e-02  4.37601513e-16]\n",
            " [-8.13239132e+00 -1.24400619e+00 -1.95689906e-01  2.11687147e-16]\n",
            " [-8.43999189e+00 -1.25990013e+00 -5.68770550e-01  3.77892767e-16]\n",
            " [-9.12850228e+00 -9.78063221e-01 -4.95706659e-01  1.86954079e-16]\n",
            " [-9.14624386e+00 -1.02889214e+00 -5.37676399e-02  1.77696286e-16]\n",
            " [-1.10344162e+01 -1.23835244e+00 -2.77182575e-01  2.11846173e-16]\n",
            " [-1.06977054e+01 -2.07054584e+00  4.67574542e-01 -2.27744373e-16]\n",
            " [-8.15974415e+00 -1.15094167e+00  4.26037632e-01 -1.34681702e-16]\n",
            " [-9.70925990e+00 -1.11944159e+00 -2.68295780e-01  1.48320972e-17]\n",
            " [-8.12000547e+00 -1.03753388e+00 -4.42561753e-01 -1.78635490e-17]\n",
            " [-1.06207486e+01 -1.71636278e+00  5.05463995e-01  3.72191041e-16]\n",
            " [-8.57419106e+00 -8.24551736e-01  8.38741356e-02  6.45808001e-17]\n",
            " [-9.56346538e+00 -1.05286796e+00 -3.28847807e-01 -2.23360406e-16]\n",
            " [-1.00045412e+01 -1.07495308e+00  1.33108900e-01  4.73039578e-17]\n",
            " [-8.48578798e+00 -7.27428321e-01 -2.79490480e-02 -2.27366303e-18]\n",
            " [-8.53799528e+00 -7.17363366e-01 -2.19129805e-01 -7.33312017e-16]\n",
            " [-9.09678896e+00 -1.34062623e+00 -1.35955944e-01  1.47366037e-16]\n",
            " [-9.79234073e+00 -9.73834912e-01  3.87394055e-01  5.24537412e-16]\n",
            " [-1.00708200e+01 -1.34204944e+00  4.44018927e-01  2.40881367e-16]\n",
            " [-1.09971537e+01 -9.00183935e-01 -5.15985179e-02 -7.39020769e-16]\n",
            " [-9.11357971e+00 -1.37499331e+00 -1.89657569e-01 -2.35882226e-17]\n",
            " [-8.66442919e+00 -8.08508955e-01  1.65621437e-01 -4.20638399e-16]\n",
            " [-8.67790400e+00 -1.29465803e+00  2.24357677e-01  1.27447078e-17]\n",
            " [-1.04393327e+01 -1.28491639e+00  2.44810180e-01 -1.10004064e-16]\n",
            " [-9.30010211e+00 -1.14409826e+00 -7.52422283e-01  1.45415622e-16]\n",
            " [-9.10914166e+00 -1.00263518e+00 -1.71507444e-01 -4.03036260e-16]\n",
            " [-8.41158358e+00 -6.74914401e-01 -2.63428657e-01 -2.73897973e-16]\n",
            " [-9.48376712e+00 -8.92782514e-01 -7.56183361e-02  1.47439401e-16]\n",
            " [-9.48651952e+00 -1.19445165e+00 -3.48987397e-01 -3.36789036e-16]\n",
            " [-9.36344597e+00 -7.48917309e-01 -1.65271724e-01 -1.04189233e-15]\n",
            " [-8.31802951e+00 -1.14273918e+00 -2.32738093e-01 -1.29277749e-16]\n",
            " [-9.73675086e+00 -1.28959199e+00 -3.30344494e-01 -1.22606428e-17]\n",
            " [-9.63062839e+00 -1.19033628e+00 -5.43654307e-01  1.11022302e-16]\n",
            " [-9.22651660e+00 -9.31293195e-01 -2.04094957e-01  3.33066907e-16]\n",
            " [-8.56626547e+00 -1.03913417e+00  1.59304554e-01 -2.77555756e-16]\n",
            " [-9.02592271e+00 -8.85026933e-01 -1.43421027e-01 -1.66533454e-16]\n",
            " [-9.10559876e+00 -9.96415757e-01 -7.37102889e-01  1.24899402e-17]\n",
            " [-8.49037542e+00 -9.15931258e-01 -3.31393992e-01 -9.36394201e-17]]\n",
            "Матрица признаков C2 в новом базисе:\n",
            "[[-5.91274714e+00 -2.30203322e+00  7.40153559e-03  7.84720735e-17]\n",
            " [-5.57248242e+00 -1.97182599e+00  2.44592251e-01  1.00949602e-15]\n",
            " [-5.44697714e+00 -2.09520636e+00  1.50292625e-02 -4.61994955e-16]\n",
            " [-5.43645948e+00 -1.87038151e+00  2.05048805e-02 -1.96642130e-16]\n",
            " [-5.87564494e+00 -2.32829018e+00 -1.10338269e-01 -1.05236515e-15]\n",
            " [-6.47759822e+00 -2.32464996e+00 -2.37202487e-01 -1.51311224e-15]\n",
            " [-5.51597520e+00 -2.07090423e+00 -2.29853120e-01 -1.99098194e-15]\n",
            " [-5.85092859e+00 -2.14807482e+00  1.87937744e-02 -6.43639728e-16]\n",
            " [-5.15891972e+00 -1.77506408e+00  6.10392203e-02  2.91784862e-16]\n",
            " [-5.64500117e+00 -1.99000106e+00  2.24852923e-01  1.00941234e-15]\n",
            " [-6.26539771e+00 -2.42576813e+00  1.70826682e-02 -4.52259087e-16]\n",
            " [-5.75200785e+00 -2.02037338e+00 -8.75537913e-02 -8.16292961e-16]\n",
            " [-5.48058085e+00 -1.97777558e+00  2.48078403e-01  1.29161316e-15]\n",
            " [-4.95112411e+00 -2.04828749e+00  1.47509030e-02 -3.78707085e-16]\n",
            " [-6.52596417e+00 -2.91606081e+00  3.31214244e-02 -4.80368433e-16]\n",
            " [-6.79037199e+00 -2.82500759e+00 -4.12344488e-01 -2.86990652e-15]\n",
            " [-6.27239468e+00 -2.60811578e+00 -2.13536004e-01 -1.79706782e-15]\n",
            " [-5.92953789e+00 -2.26766614e+00 -4.63000893e-02 -5.73192028e-16]\n",
            " [-6.64813130e+00 -2.38959506e+00  3.46698872e-02  1.57025174e-16]\n",
            " [-6.09486463e+00 -2.36082303e+00 -2.54789706e-01 -2.12322769e-15]\n",
            " [-6.25397363e+00 -2.12001187e+00  2.07822423e-01  8.73385144e-16]\n",
            " [-6.07364677e+00 -2.27178150e+00 -2.40966999e-01 -1.80310446e-15]\n",
            " [-5.36999813e+00 -2.49808604e+00 -2.87533676e-01 -2.41868750e-15]\n",
            " [-6.04100482e+00 -1.87698371e+00 -3.64045375e-02 -2.70229466e-16]\n",
            " [-5.90591050e+00 -1.80777402e+00 -1.05303653e-01 -9.57625457e-16]\n",
            " [-5.75019501e+00 -1.85851056e+00  2.82974481e-01  1.52550328e-15]\n",
            " [-5.93581099e+00 -2.00847420e+00 -9.45260962e-02 -9.52022676e-16]\n",
            " [-6.03915884e+00 -2.25958425e+00  5.17003873e-02  1.55313467e-16]\n",
            " [-5.94984934e+00 -2.27577626e+00  1.25141340e-01  4.16152947e-16]\n",
            " [-5.60087980e+00 -1.88260699e+00 -2.72059978e-03 -3.25563900e-16]\n",
            " [-5.63798200e+00 -1.85635003e+00  1.15019205e-01  3.25740117e-16]\n",
            " [-6.18495337e+00 -2.19301062e+00  1.12252414e-01  4.00815565e-16]\n",
            " [-6.25041979e+00 -2.62199803e+00 -2.99743980e-01 -2.37191646e-15]\n",
            " [-6.47925073e+00 -2.79842433e+00 -2.64406898e-01 -2.23213016e-15]\n",
            " [-5.66179193e+00 -1.95563398e+00  1.71151298e-01  5.04214540e-16]\n",
            " [-5.62100870e+00 -2.25132529e+00  1.71592301e-01  7.71556591e-16]\n",
            " [-6.16188952e+00 -2.48656963e+00  2.14180046e-01  6.66866863e-16]\n",
            " [-5.78374337e+00 -2.33423977e+00 -1.06852116e-01 -1.09562650e-15]\n",
            " [-5.14562746e+00 -1.90060499e+00 -5.68490950e-04 -2.08384717e-16]\n",
            " [-5.92603941e+00 -2.17649231e+00  6.90092468e-02  4.31817001e-17]\n",
            " [-5.80312619e+00 -2.31011510e+00 -9.05989410e-02 -1.07426328e-15]\n",
            " [-4.97146870e+00 -1.51193425e+00  4.68615680e-01  2.58851006e-15]\n",
            " [-5.22164469e+00 -2.00995389e+00 -1.35617155e-01 -1.21919396e-15]\n",
            " [-6.00740111e+00 -1.99441449e+00 -2.69453678e-01 -1.48281165e-15]\n",
            " [-6.31685893e+00 -2.04299013e+00 -3.32157814e-01 -2.23303201e-15]\n",
            " [-5.51416236e+00 -1.90904141e+00  1.40675153e-01  1.01632473e-15]\n",
            " [-6.12937476e+00 -2.32432366e+00 -2.07004702e-01 -1.71968216e-15]\n",
            " [-5.42316721e+00 -1.99592242e+00 -4.11028307e-02 -3.91292583e-16]\n",
            " [-6.19028689e+00 -2.39735064e+00 -3.31328042e-02 -5.84176798e-16]\n",
            " [-5.76161909e+00 -2.16426683e+00  9.22347271e-02  2.83333567e-16]\n",
            " [-9.12024508e+00  7.30558200e-02  3.24400524e-01  3.68032553e-15]\n",
            " [-8.58376916e+00  1.36194931e-01 -1.87606940e-02  1.95062572e-15]\n",
            " [-9.12651817e+00  3.32247752e-01  2.76174517e-01  2.69170340e-15]\n",
            " [-7.27560832e+00  4.60955955e-01  2.74005395e-01  3.18485867e-15]\n",
            " [-8.55814639e+00  3.97341697e-01  2.95635486e-01  3.08512108e-15]\n",
            " [-7.87237747e+00  4.85081002e-01  7.23157664e-03  1.61568619e-15]\n",
            " [-8.66605949e+00  2.86037963e-01 -2.02035365e-01  3.66904599e-16]\n",
            " [-6.45347358e+00 -2.23799845e-02  1.07709449e-01  1.19260822e-15]\n",
            " [-8.63768432e+00  2.45515595e-01  3.85729876e-01  3.45887129e-15]\n",
            " [-7.16780021e+00  2.91011251e-01 -1.94523354e-01  8.70091600e-17]\n",
            " [-6.47915170e+00  3.09633237e-01  4.16189007e-01  3.52996336e-15]\n",
            " [-7.97829519e+00  1.75031916e-01 -1.17039530e-01  2.21486080e-16]\n",
            " [-7.56278153e+00  2.70441712e-01  7.53711964e-01  5.63004234e-15]\n",
            " [-8.33022188e+00  4.92836582e-01  7.50342680e-02  2.24690483e-15]\n",
            " [-7.37356730e+00 -1.78974058e-01 -5.72586411e-02  6.66942489e-16]\n",
            " [-8.70300135e+00  3.83374315e-04  2.59028301e-01  2.55730462e-15]\n",
            " [-7.90686540e+00  4.72883753e-01 -2.85435810e-01 -1.20687135e-16]\n",
            " [-7.65390386e+00  1.24770897e-01  3.09742739e-01  3.47149583e-15]\n",
            " [-8.05346136e+00  7.39774413e-01  5.56051681e-01  4.76956725e-15]\n",
            " [-7.34185398e+00  1.83588948e-01  3.02492074e-01  3.19680159e-15]\n",
            " [-8.41249000e+00  5.93982991e-01 -4.48692793e-01 -5.88556718e-16]\n",
            " [-7.91631631e+00  1.70787632e-02  2.37676570e-01  2.35129415e-15]\n",
            " [-8.44780157e+00  8.30799394e-01  3.80027674e-01  3.90629194e-15]\n",
            " [-8.25863175e+00  4.78776871e-01  2.49961850e-01  2.74889926e-15]\n",
            " [-8.33356003e+00  8.97512089e-02  3.03048793e-01  3.14207933e-15]\n",
            " [-8.58988192e+00  8.34753146e-02  2.76337160e-01  3.13927004e-15]\n",
            " [-8.86928986e+00  4.19455056e-01  4.88150286e-01  4.91929150e-15]\n",
            " [-9.02317031e+00  5.83357800e-01  1.29948034e-01  2.33272882e-15]\n",
            " [-8.16930004e+00  4.13888242e-01 -1.70495879e-02  9.54125591e-16]\n",
            " [-7.23297912e+00 -2.17335895e-01  3.62551323e-01  2.78139842e-15]\n",
            " [-7.17743366e+00  1.95814432e-01  3.25717555e-01  2.96490087e-15]\n",
            " [-7.10934202e+00  9.05808962e-02  3.85335800e-01  3.57299772e-15]\n",
            " [-7.58488360e+00  5.17721477e-02  2.14172730e-01  2.33300023e-15]\n",
            " [-8.41787888e+00  9.82802956e-01  2.87977267e-02  1.67729579e-15]\n",
            " [-7.75664376e+00  5.29718734e-01 -3.85866754e-01 -7.73931798e-16]\n",
            " [-8.37613388e+00  1.74883073e-01 -4.08372873e-01 -1.03653394e-15]\n",
            " [-8.87369476e+00  2.47349822e-01  1.87576814e-01  2.24384123e-15]\n",
            " [-8.08169840e+00  5.17081855e-01  6.52062692e-01  4.83029845e-15]\n",
            " [-7.66808034e+00  1.20683770e-01 -1.54366077e-01 -8.81365073e-17]\n",
            " [-7.35162556e+00  3.51607055e-01  1.38956731e-01  2.53466412e-15]\n",
            " [-7.57804696e+00  5.46031346e-01  1.01467541e-01  2.22156410e-15]\n",
            " [-8.31692961e+00  3.67295677e-01  1.34265568e-02  1.83000198e-15]\n",
            " [-7.59817587e+00  1.77313053e-01  2.75780442e-01  2.80582983e-15]\n",
            " [-6.49057578e+00  3.87697543e-03  2.25449253e-01  2.28841704e-15]\n",
            " [-7.60535538e+00  3.55573575e-01  4.22902984e-02  1.31285899e-15]\n",
            " [-7.77770129e+00  1.28765654e-01 -5.63656001e-02  1.16876390e-15]\n",
            " [-7.75648343e+00  2.17807185e-01 -4.25428931e-02  1.07193011e-15]\n",
            " [-8.18333840e+00  1.46586189e-01  2.02617848e-01  2.76680601e-15]\n",
            " [-6.50459193e+00 -3.12121701e-01  1.04664299e-01  1.57301615e-15]\n",
            " [-7.66717393e+00  2.01615180e-01  3.08980596e-02  1.58236197e-15]\n",
            " [-9.48408779e+00  1.51660561e+00 -7.62266059e-01 -2.29376048e-15]\n",
            " [-8.31802951e+00  1.14273918e+00 -2.32738093e-01  5.90509590e-16]\n",
            " [-9.85248456e+00  1.24495426e+00  6.27538370e-02  2.88876635e-15]\n",
            " [-9.00931450e+00  1.21126802e+00 -9.25908735e-02  2.20313090e-15]\n",
            " [-9.36730953e+00  1.37895983e+00 -2.86324002e-01  5.82244760e-16]\n",
            " [-1.05871448e+01  1.59893200e+00  2.72414854e-01  4.24463493e-15]\n",
            " [-7.22462810e+00  1.01391260e+00 -4.06725707e-01 -4.30059306e-16]\n",
            " [-1.01195289e+01  1.42315831e+00  3.68147506e-01  4.33148050e-15]\n",
            " [-9.26032507e+00  1.45802877e+00  3.66535103e-01  4.38091986e-15]\n",
            " [-1.03254119e+01  1.16769130e+00 -5.18816424e-01 -8.24460945e-16]\n",
            " [-9.05063906e+00  7.04811578e-01 -2.72553071e-01 -3.09984712e-16]\n",
            " [-8.87129618e+00  1.11396715e+00  5.67215001e-02  1.89910951e-15]\n",
            " [-9.42194857e+00  1.04674091e+00 -6.42260973e-02  2.06840960e-15]\n",
            " [-8.13239132e+00  1.24400619e+00 -1.95689906e-01  5.39746427e-16]\n",
            " [-8.43999189e+00  1.25990013e+00 -5.68770550e-01 -1.23320479e-15]\n",
            " [-9.12850228e+00  9.78063221e-01 -4.95706659e-01 -9.14085208e-16]\n",
            " [-9.14624386e+00  1.02889214e+00 -5.37676399e-02  1.77333889e-15]\n",
            " [-1.10344162e+01  1.23835244e+00 -2.77182575e-01  6.12773876e-16]\n",
            " [-1.06977054e+01  2.07054584e+00  4.67574542e-01  5.38501312e-15]\n",
            " [-8.15974415e+00  1.15094167e+00  4.26037632e-01  4.46515934e-15]\n",
            " [-9.70925990e+00  1.11944159e+00 -2.68295780e-01  3.90904796e-16]\n",
            " [-8.12000547e+00  1.03753388e+00 -4.42561753e-01 -9.91712211e-16]\n",
            " [-1.06207486e+01  1.71636278e+00  5.05463995e-01  5.59578720e-15]\n",
            " [-8.57419106e+00  8.24551736e-01  8.38741356e-02  2.21151760e-15]\n",
            " [-9.56346538e+00  1.05286796e+00 -3.28847807e-01 -2.15463467e-17]\n",
            " [-1.00045412e+01  1.07495308e+00  1.33108900e-01  3.22744896e-15]\n",
            " [-8.48578798e+00  7.27428321e-01 -2.79490480e-02  1.44044463e-15]\n",
            " [-8.53799528e+00  7.17363366e-01 -2.19129805e-01 -3.04366132e-16]\n",
            " [-9.09678896e+00  1.34062623e+00 -1.35955944e-01  1.72679619e-15]\n",
            " [-9.79234073e+00  9.73834912e-01  3.87394055e-01  4.81503467e-15]\n",
            " [-1.00708200e+01  1.34204944e+00  4.44018927e-01  5.18153060e-15]\n",
            " [-1.09971537e+01  9.00183935e-01 -5.15985179e-02  1.55649261e-15]\n",
            " [-9.11357971e+00  1.37499331e+00 -1.89657569e-01  7.49753609e-16]\n",
            " [-8.66442919e+00  8.08508955e-01  1.65621437e-01  2.50274183e-15]\n",
            " [-8.67790400e+00  1.29465803e+00  2.24357677e-01  3.38065067e-15]\n",
            " [-1.04393327e+01  1.28491639e+00  2.44810180e-01  3.68407749e-15]\n",
            " [-9.30010211e+00  1.14409826e+00 -7.52422283e-01 -2.56414899e-15]\n",
            " [-9.10914166e+00  1.00263518e+00 -1.71507444e-01  5.94055553e-16]\n",
            " [-8.41158358e+00  6.74914401e-01 -2.63428657e-01 -2.82812630e-17]\n",
            " [-9.48376712e+00  8.92782514e-01 -7.56183361e-02  1.89548574e-15]\n",
            " [-9.48651952e+00  1.19445165e+00 -3.48987397e-01 -5.06905979e-16]\n",
            " [-9.36344597e+00  7.48917309e-01 -1.65271724e-01  3.31286478e-16]\n",
            " [-8.31802951e+00  1.14273918e+00 -2.32738093e-01  5.90509590e-16]\n",
            " [-9.73675086e+00  1.28959199e+00 -3.30344494e-01  4.97486003e-16]\n",
            " [-9.63062839e+00  1.19033628e+00 -5.43654307e-01 -1.22124533e-15]\n",
            " [-9.22651660e+00  9.31293195e-01 -2.04094957e-01  1.11022302e-15]\n",
            " [-8.56626547e+00  1.03913417e+00  1.59304554e-01  2.72004641e-15]\n",
            " [-9.02592271e+00  8.85026933e-01 -1.43421027e-01  8.32667268e-16]\n",
            " [-9.10559876e+00  9.96415757e-01 -7.37102889e-01 -2.40202783e-15]\n",
            " [-8.49037542e+00  9.15931258e-01 -3.31393992e-01 -2.74814871e-16]]\n",
            "Матрица признаков C3 в новом базисе:\n",
            "[[-2.81823818e+00 -5.64642255e+00  6.59876070e-01  4.89955592e-15]\n",
            " [-2.78819377e+00 -5.14948721e+00  8.42164121e-01  4.63361705e-15]\n",
            " [-2.61336878e+00 -5.18198503e+00  6.14011593e-01  3.95680583e-15]\n",
            " [-2.75704553e+00 -5.00917265e+00  6.00606709e-01  4.03321554e-15]\n",
            " [-2.77366644e+00 -5.65413718e+00  5.42052016e-01  4.02159660e-15]\n",
            " [-3.22151152e+00 -6.06850105e+00  4.63357010e-01  4.21310203e-15]\n",
            " [-2.68184217e+00 -5.23785778e+00  3.74202632e-01  3.08461274e-15]\n",
            " [-2.87623340e+00 -5.49067873e+00  6.53966766e-01  4.08313592e-15]\n",
            " [-2.61599143e+00 -4.74889070e+00  6.11274844e-01  4.11733053e-15]\n",
            " [-2.82962624e+00 -5.21358185e+00  8.29747535e-01  4.75086573e-15]\n",
            " [-2.99542128e+00 -5.97218481e+00  7.07326824e-01  4.57714551e-15]\n",
            " [-2.88965690e+00 -5.34264954e+00  5.30233408e-01  3.87476337e-15]\n",
            " [-2.71625843e+00 -5.09197516e+00  8.38829393e-01  4.79496128e-15]\n",
            " [-2.27856883e+00 -4.81577928e+00  5.70721692e-01  3.77787938e-15]\n",
            " [-2.85756461e+00 -6.50489658e+00  7.83173624e-01  5.14944766e-15]\n",
            " [-3.11632191e+00 -6.66505383e+00  3.54179009e-01  3.99103801e-15]\n",
            " [-2.87878545e+00 -6.13677531e+00  4.93339333e-01  4.03013037e-15]\n",
            " [-2.85404450e+00 -5.63845429e+00  6.05091910e-01  4.18995571e-15]\n",
            " [-3.30253495e+00 -6.19971531e+00  7.52203002e-01  5.37958188e-15]\n",
            " [-2.91439785e+00 -5.84097055e+00  4.18480832e-01  3.46534564e-15]\n",
            " [-3.19211248e+00 -5.71846286e+00  8.71451159e-01  4.93223729e-15]\n",
            " [-2.95864690e+00 -5.75980736e+00  4.23401837e-01  3.64289053e-15]\n",
            " [-2.28642434e+00 -5.46049018e+00  3.39558785e-01  3.20715627e-15]\n",
            " [-3.19958714e+00 -5.42492220e+00  5.92447177e-01  4.20141260e-15]\n",
            " [-3.14670145e+00 -5.29144385e+00  5.07746666e-01  3.33850382e-15]\n",
            " [-2.99568581e+00 -5.18083040e+00  8.85291848e-01  4.90314110e-15]\n",
            " [-3.03352757e+00 -5.45767365e+00  5.36902864e-01  3.86955717e-15]\n",
            " [-2.94004871e+00 -5.69483430e+00  7.10499378e-01  4.96332690e-15]\n",
            " [-2.86280991e+00 -5.63870792e+00  7.77700124e-01  4.95660331e-15]\n",
            " [-2.87041333e+00 -5.13077934e+00  5.91524851e-01  4.00362117e-15]\n",
            " [-2.91498506e+00 -5.12306471e+00  7.09348905e-01  4.15224710e-15]\n",
            " [-3.09236210e+00 -5.73666347e+00  7.76874000e-01  4.83837665e-15]\n",
            " [-2.85358605e+00 -6.14197221e+00  4.07052545e-01  3.89006489e-15]\n",
            " [-2.90365517e+00 -6.42070840e+00  4.74415466e-01  3.95179652e-15]\n",
            " [-2.86543256e+00 -5.20561359e+00  7.74963375e-01  4.39589864e-15]\n",
            " [-2.63607430e+00 -5.39549454e+00  7.95863840e-01  4.73865190e-15]\n",
            " [-2.87707271e+00 -5.92541237e+00  8.99847206e-01  5.23577094e-15]\n",
            " [-2.70173111e+00 -5.59662512e+00  5.38717288e-01  3.87144014e-15]\n",
            " [-2.52186719e+00 -4.83915421e+00  5.59065259e-01  3.74092695e-15]\n",
            " [-2.91236242e+00 -5.55615904e+00  7.12085655e-01  4.51845495e-15]\n",
            " [-2.73223397e+00 -5.59004254e+00  5.54468602e-01  3.81297718e-15]\n",
            " [-2.65290158e+00 -4.38430167e+00  9.80336146e-01  5.01832605e-15]\n",
            " [-2.50498175e+00 -4.98554409e+00  4.39654928e-01  3.48226925e-15]\n",
            " [-3.09669749e+00 -5.51493208e+00  3.67629377e-01  3.64060512e-15]\n",
            " [-3.29293024e+00 -5.76472804e+00  3.33714348e-01  3.41866590e-15]\n",
            " [-2.78787108e+00 -5.07603864e+00  7.29261072e-01  4.91727878e-15]\n",
            " [-2.96427304e+00 -5.83187025e+00  4.65769412e-01  3.80443678e-15]\n",
            " [-2.66292129e+00 -5.09943616e+00  5.48397124e-01  3.85130878e-15]\n",
            " [-2.95929227e+00 -5.90670450e+00  6.49207935e-01  4.36366330e-15]\n",
            " [-2.79899461e+00 -5.43455235e+00  7.21167513e-01  4.74254615e-15]\n",
            " [-6.78718347e+00 -6.01208198e+00  1.03848635e+00  6.25657845e-15]\n",
            " [-6.43485269e+00 -5.64536897e+00  6.49980024e-01  4.66842571e-15]\n",
            " [-6.96666654e+00 -5.83130134e+00  9.70297310e-01  5.18761055e-15]\n",
            " [-5.68565586e+00 -4.49857100e+00  8.11302743e-01  4.69053352e-15]\n",
            " [-6.59043411e+00 -5.40100095e+00  9.39423994e-01  5.47903731e-15]\n",
            " [-6.14410785e+00 -4.91016352e+00  5.91536788e-01  4.09494946e-15]\n",
            " [-6.59745031e+00 -5.61097821e+00  4.62380648e-01  3.95079939e-15]\n",
            " [-4.75324949e+00 -4.32226879e+00  6.19705793e-01  3.43510236e-15]\n",
            " [-6.54650775e+00 -5.55561272e+00  1.04740604e+00  5.30219920e-15]\n",
            " [-5.49362275e+00 -4.60401014e+00  3.50836835e-01  3.13879258e-15]\n",
            " [-4.99451242e+00 -4.06083220e+00  9.01654183e-01  4.71556059e-15]\n",
            " [-6.01404853e+00 -5.22278321e+00  5.01282655e-01  3.33997323e-15]\n",
            " [-5.76732467e+00 -4.77668240e+00  1.32595483e+00  6.13390473e-15]\n",
            " [-6.48735053e+00 -5.20317433e+00  6.94531854e-01  4.55679550e-15]\n",
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            " [-6.80317145e+00 -4.56615548e+00  9.77078221e-01  5.00974849e-15]\n",
            " [-7.93012653e+00 -5.70420171e+00  4.12354212e-01  3.69377626e-15]\n",
            " [-6.70134917e+00 -4.72063115e+00  1.19946451e-01  2.06518405e-15]\n",
            " [-9.00232570e+00 -5.78848358e+00  1.20552266e+00  6.38615235e-15]\n",
            " [-6.89108233e+00 -5.12173492e+00  6.96052158e-01  4.48281660e-15]\n",
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            " [-8.06536055e+00 -5.60458427e+00  3.39244162e-01  3.69605658e-15]\n",
            " [-7.92103843e+00 -5.63049951e+00  1.26842948e-01  2.66453526e-15]\n",
            " [-7.44634637e+00 -5.51219402e+00  4.53004670e-01  4.38538095e-15]\n",
            " [-7.02945561e+00 -4.95030821e+00  7.53182748e-01  4.38538095e-15]\n",
            " [-7.26666938e+00 -5.40513817e+00  5.01119375e-01  3.77475828e-15]\n",
            " [-7.40329346e+00 -5.44343509e+00 -9.14015968e-02  2.14310452e-15]\n",
            " [-6.89260115e+00 -5.04526136e+00  2.69469945e-01  2.95612829e-15]]\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 568
        },
        "id": "ayIMQevjbE8P",
        "scrolled": true,
        "outputId": "af03fa0b-eef6-4748-ba6e-fc4dea29d3fb"
      },
      "source": [
        "# Для удобства манипулирования данными делаем из них DataFrame:\n",
        "iris_frame = DataFrame(C)\n",
        "# Делаем имена колонок такие же, как имена переменных:\n",
        "iris_frame.columns = iris.feature_names\n",
        "# Добавляем столбец с целевой переменной: \n",
        "iris_frame['target'] = iris.target\n",
        "# Для наглядности добавляем столбец с сортами: \n",
        "iris_frame['name'] = iris_frame.target.apply(lambda x : iris.target_names[x])\n",
        "# Смотрим, что получилось:\n",
        "\n",
        "samples,features = iris_frame.iloc[:,:4].shape\n",
        "sns.pairplot(iris_frame[['sepal length (cm)','petal length (cm)','petal width (cm)','name']], hue = 'name')\n"
      ],
      "execution_count": null,
      "outputs": [
        {
          "data": {
            "text/plain": [
              "<seaborn.axisgrid.PairGrid at 0x1c1995967c0>"
            ]
          },
          "execution_count": 9,
          "metadata": {},
          "output_type": "execute_result"
        },
        {
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 624.75x540 with 12 Axes>"
            ]
          },
          "metadata": {
            "needs_background": "light"
          },
          "output_type": "display_data"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 392
        },
        "id": "oyhN269zbE8Q",
        "outputId": "d6fa8fb1-6634-42cd-93e8-9586d0b66c7e"
      },
      "source": [
        "# Для удобства манипулирования данными делаем из них DataFrame:\n",
        "iris_frame = DataFrame(C2)\n",
        "# Делаем имена колонок такие же, как имена переменных:\n",
        "iris_frame.columns = iris.feature_names\n",
        "# Добавляем столбец с целевой переменной: \n",
        "iris_frame['target'] = iris.target\n",
        "# Для наглядности добавляем столбец с сортами: \n",
        "iris_frame['name'] = iris_frame.target.apply(lambda x : iris.target_names[x])\n",
        "# Смотрим, что получилось:\n",
        "\n",
        "samples,features = iris_frame.iloc[:,:3].shape\n",
        "sns.pairplot(iris_frame[['sepal length (cm)','sepal width (cm)','name']], hue = 'name')\n"
      ],
      "execution_count": null,
      "outputs": [
        {
          "data": {
            "text/plain": [
              "<seaborn.axisgrid.PairGrid at 0x1c197d12250>"
            ]
          },
          "execution_count": 10,
          "metadata": {},
          "output_type": "execute_result"
        },
        {
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 444.75x360 with 6 Axes>"
            ]
          },
          "metadata": {
            "needs_background": "light"
          },
          "output_type": "display_data"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "5oeHts0ibE8S",
        "outputId": "9b13709b-d7b8-4cde-d5fd-7a750b9df726"
      },
      "source": [
        "# Для удобства манипулирования данными делаем из них DataFrame:\n",
        "iris_frame = DataFrame(C3)\n",
        "# Делаем имена колонок такие же, как имена переменных:\n",
        "iris_frame.columns = iris.feature_names\n",
        "# Добавляем столбец с целевой переменной: \n",
        "iris_frame['target'] = iris.target\n",
        "# Для наглядности добавляем столбец с сортами: \n",
        "iris_frame['name'] = iris_frame.target.apply(lambda x : iris.target_names[x])\n",
        "# Смотрим, что получилось:\n",
        "\n",
        "samples,features = iris_frame.iloc[:,:5].shape\n",
        "sns.pairplot(\n",
        "    iris_frame[[\n",
        "        'sepal length (cm)',\n",
        "        'sepal width (cm)',\n",
        "        'petal length (cm)',\n",
        "        'petal width (cm)',\n",
        "        'name'\n",
        "    ]], \n",
        "    hue = 'name'\n",
        ")"
      ],
      "execution_count": null,
      "outputs": [
        {
          "data": {
            "text/plain": [
              "<seaborn.axisgrid.PairGrid at 0x1c197c89ee0>"
            ]
          },
          "execution_count": 11,
          "metadata": {},
          "output_type": "execute_result"
        },
        {
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 804.75x720 with 20 Axes>"
            ]
          },
          "metadata": {
            "needs_background": "light"
          },
          "output_type": "display_data"
        }
      ]
    }
  ]
}